Improved segmentation of collagen second harmonic generation images with a deep learning convolutional neural network-Reference-Cited by-同舟云学术

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Improved segmentation of collagen second harmonic generation images with a deep learning convolutional neural network

Published:2022-09-25 Issue:12 Volume:15 Page:
ISSN:1864-063X
Container-title:Journal of Biophotonics
language:en
Short-container-title:Journal of Biophotonics

Author:

Woessner Alan E.¹^ORCID,Quinn Kyle P.¹^ORCID

Affiliation:

1. Department of Biomedical Engineering University of Arkansas Fayetteville Arkansas USA

Funder

Arkansas Biosciences Institute

National Institute of Biomedical Imaging and Bioengineering

National Institute of General Medical Sciences

National Institute on Aging

National Science Foundation of Sri Lanka

Publisher

Wiley

Subject

General Physics and Astronomy,General Engineering,General Biochemistry, Genetics and Molecular Biology,General Materials Science,General Chemistry

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/jbio.202200191

Reference21 articles.

1. Ex vivo multiscale quantitation of skin biomechanics in wild-type and genetically-modified mice using multiphoton microscopy

2. Three-Dimensional Quantification of Collagen Microstructure During Tensile Mechanical Loading of Skin

3. Role of Collagen Fiber Morphology on Ovarian Cancer Cell Migration Using Image-Based Models of the Extracellular Matrix

4. Label-Free Multiphoton Microscopy for the Detection and Monitoring of Calcific Aortic Valve Disease

5. Computational segmentation of collagen fibers from second-harmonic generation images of breast cancer

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1. Accelerating whole-sample polarization-resolved second harmonic generation imaging in mammary gland tissue via generative adversarial networks;Biomedical Optics Express;2024-08-15

2. Identifying and training deep learning neural networks on biomedical-related datasets;Briefings in Bioinformatics;2024-07

3. Quantification of age-related changes in the structure and mechanical function of skin with multiscale imaging;GeroScience;2024-05-18

4. A comparative study of CARE 2D and N2V 2D for tissue‐specific denoising in second harmonic generation imaging;Journal of Biophotonics;2024-04-02

5. Polarization-resolved super-resolution second-harmonic generation imaging based on multifocal structured illumination microscopy;Optics Letters;2024-03-11

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